https://github.com/microsoft/deepspeedexamples

Example models using DeepSpeed
https://github.com/microsoft/deepspeedexamples

Last synced: 10 days ago
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Example models using DeepSpeed

• Host: GitHub
• URL: https://github.com/microsoft/deepspeedexamples
• Owner: microsoft
• License: apache-2.0
• Created: 2020-01-29T21:27:22.000Z (almost 5 years ago)
• Default Branch: master
• Last Pushed: 2024-09-17T13:29:11.000Z (about 2 months ago)
• Last Synced: 2024-10-28T04:18:34.275Z (11 days ago)
• Language: Python
• Size: 117 MB
• Stars: 6,058
• Watchers: 74
• Forks: 1,030
• Open Issues: 319
• Metadata Files:
  • Readme: README.md
  • License: LICENSE
  • Code of conduct: CODE_OF_CONDUCT.md
  • Codeowners: CODEOWNERS
  • Security: SECURITY.md

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README

        
# DeepSpeed Examples

This repository contains various examples including training, inference, compression, benchmarks, and applications that use [DeepSpeed](https://github.com/microsoft/DeepSpeed).

## 1. Applications

This folder contains end-to-end applications that use DeepSpeed to train and use cutting-edge models.

## 2. Training

There are several training and finetuning examples so please see the individual folders for specific instructions.

## 3. Inference

- The DeepSpeed-MII inference [README](./inference/mii/README.md) explains how to get started with running model inference with [DeepSpeed-MII](https://github.com/Microsoft/DeepSpeed-MII) and [DeepSpeed-FastGen](https://github.com/microsoft/DeepSpeed/tree/master/blogs/deepspeed-fastgen).

- The DeepSpeed Huggingface inference [README](./inference/huggingface/README.md) explains how to get started with running DeepSpeed Huggingface inference examples.

## 4. Compression

Model compression examples.

## 5. Benchmarks

All benchmarks that use the DeepSpeed library are maintained in this folder.

# Build Pipeline Status

| Description | Status |

| ----------- | ------ |

| Integrations | [![nv-ds-chat](https://github.com/microsoft/DeepSpeed/actions/workflows/nv-ds-chat.yml/badge.svg?branch=master)](https://github.com/microsoft/DeepSpeed/actions/workflows/nv-ds-chat.yml) |

# Contributing

This project welcomes contributions and suggestions.  Most contributions require you to agree to a

Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us

the rights to use your contribution. For details, visit https://cla.opensource.microsoft.com.

When you submit a pull request, a CLA bot will automatically determine whether you need to provide

a CLA and decorate the PR appropriately (e.g., status check, comment). Simply follow the instructions

provided by the bot. You will only need to do this once across all repos using our CLA.

This project has adopted the [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/).

For more information see the [Code of Conduct FAQ](https://opensource.microsoft.com/codeofconduct/faq/) or

contact [[email protected]](mailto:[email protected]) with any additional questions or comments.